{"id":"W4310225330","doi":"10.1192/bjo.2022.612","title":"New opioid use and risk of opioid-related adverse events among adults with intellectual and developmental disabilities in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital","funders":"Leslie Dan Faculty of Pharmacy, University of Toronto; Department of Medicine, University of Toronto; University of Toronto; Ontario Ministry of Health and Long-Term Care; Sunnybrook Research Institute; Canadian Institutes of Health Research; Department of Psychiatry, University of Toronto","keywords":"Opioid; Medicine; Psychiatry; Adverse effect; Psychology; Intellectual disability; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003154667,0.000174417,0.0003923153,0.0001033695,0.0001304406,0.00002093868,0.0002266427,0.00004332587,0.01206819],"category_scores_gemma":[0.0009050131,0.0001469324,0.00002672251,0.0003097515,0.0001985695,0.0002538984,0.0005838743,0.0004768402,0.000007015054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006499032,"about_ca_system_score_gemma":0.00246305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870982,"about_ca_topic_score_gemma":0.9889159,"domain_scores_codex":[0.998315,0.0001386576,0.0003916743,0.0004147422,0.0004530626,0.0002867994],"domain_scores_gemma":[0.9990301,0.0003980061,0.00005277477,0.0002250352,0.00005446647,0.0002396389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002322527,0.0001766141,0.9627916,0.00006171937,0.000133041,0.000005864546,0.02415977,0.000005717154,0.00001404485,0.000007400626,0.008569399,0.001752277],"study_design_scores_gemma":[0.003697755,0.001107201,0.9572496,0.0002204325,0.00003595366,0.00009456324,0.02979155,0.00007293539,0.00007946564,0.00007156088,0.007387947,0.0001909982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942697,0.0000533931,0.000002236777,0.0000643005,0.0000520468,0.001893332,0.00004696391,0.00000691597,0.003611162],"genre_scores_gemma":[0.9839749,0.0000626287,0.0004144189,0.00004568431,0.000003760476,0.00009866655,0.00006169236,0.00001912466,0.01531909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206118,"threshold_uncertainty_score":0.9888349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273140293840066,"score_gpt":0.2642223076186725,"score_spread":0.236908278234666,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}